{"id":"W6959604264","doi":"10.12114/j.issn.1007-9572.2022.0136","title":"Construction and Application of an Informatics Based Multidisciplinary Management Model for Osteoarthritis Patients in Community","year":2022,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multidisciplinary approach; Osteoarthritis; Quality of life (healthcare); Scale (ratio); Community health; Health literacy; Disease management; Outpatient clinic","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00552125,0.0004699599,0.0002883369,0.002173032,0.001233948,0.001753295,0.001011239,0.0004577032,0.003043267],"category_scores_gemma":[0.01078319,0.0002574773,0.0007053891,0.001176588,0.0004782823,0.001476428,0.001876836,0.0005395136,0.0003917653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002742335,"about_ca_system_score_gemma":0.006145648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005444328,"about_ca_topic_score_gemma":0.004775476,"domain_scores_codex":[0.9972494,0.001579119,0.0003047508,0.0002528367,0.0004631388,0.0001506962],"domain_scores_gemma":[0.994814,0.002112742,0.0005678613,0.0005060033,0.001402103,0.0005973177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001177568,0.006382889,0.3180643,0.0007361192,0.000184967,0.0008680634,0.009343603,0.08057717,0.008534568,0.01642055,0.01283606,0.5448741],"study_design_scores_gemma":[0.0008465286,0.003576709,0.103922,0.0005615922,0.0004472342,0.0006689533,0.01156666,0.8211918,0.008613228,0.01673189,0.0316297,0.0002437261],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6599451,0.0001654107,0.3086358,0.002341351,0.0001364779,0.008365527,0.0009906688,0.00276557,0.01665408],"genre_scores_gemma":[0.5833757,0.0001250947,0.4105004,0.0001417306,0.00002076783,0.002925506,0.001442807,0.00004893382,0.001418886],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.00552125,"threshold_uncertainty_score":0.02919954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1182286747557816,"score_gpt":0.4396241679960963,"score_spread":0.3213954932403147,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}